Raluca Constanda

Raluca Constanda

Co-founder @GetWebstack

Forums

How do you verify code shipped by autonomous AI agents (especially when running multiple)?

I've tried agent orchestrators like Conductor but I've never really stuck to it long term because I have no way of verifying the huge amount of work they've done with basically no validation. I always end up going to my one-agent Claude Code workflow and always feel like I'm missing out.

What kept happening to me:

  1. 3-5 agents fan out, each opens a PR

  2. CIs pass, diffs look reasonable

  3. I can't possibly click through every preview by morning

  4. I merge based on the diff and CI signal

  5. Something breaks in prod the next day because the agent did what I asked literally, but the feature doesn't REALLY work

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